jackhcollins / EMD_VAELinks
Variational Autoencoder for Particle Physics using Earth-Movers Distance
☆13Updated 3 years ago
Alternatives and similar repositories for EMD_VAE
Users that are interested in EMD_VAE are comparing it to the libraries listed below
Sorting:
- For developing and reproducing ML + HEP projects.☆23Updated last week
- ☆23Updated last year
- ☆16Updated 3 years ago
- Things that make me feel productive☆15Updated 2 years ago
- Code repository for "Finding symmetry breaking order parameters with Euclidean Neural Networks"☆14Updated 4 years ago
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆48Updated 5 years ago
- Tutorial Code for MLHEP pyprob☆18Updated 2 years ago
- Python package for the EnergyFlow suite of tools.☆42Updated 6 months ago
- ☆22Updated 2 years ago
- Neural network architecture that is fully equivariant with respect to transformations under the Lorentz group, a fundamental symmetry of …☆51Updated 3 years ago
- Website for Particle Physics Domain (UCSD Capstone)☆12Updated 3 years ago
- ☆52Updated 2 years ago
- Various code/notebooks to benchmark different ways we could estimate uncertainty in ML predictions.☆42Updated 4 years ago
- Graph Convolutional Networks in JAX☆33Updated 4 years ago
- Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling☆36Updated 3 years ago
- Differentiable scientific computing library☆154Updated 11 months ago
- ☆11Updated last year
- Steerable E(3) GNN in jax☆24Updated last year
- ☆33Updated 4 years ago
- Reference implementation of "Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions" (ICLR, 2022) and "Sampling-f…☆30Updated last year
- Code to estimate Renormalized Mutual Information in simple settings☆13Updated 4 years ago
- E(n) Equivariant GNN in jax☆13Updated last year
- PyGL: statistical field theory in Python. github.com/rajeshrinet/pygl☆28Updated 3 months ago
- do the Fourier transform using the method of Padé approximants☆22Updated 9 months ago
- e3nn tutorial for Materials Research Society Fall Meeting 2021☆13Updated 3 years ago
- Exploration of metropolis-hastings (local) and Uli Wolff (cluster) algorithms on the Ising Model☆30Updated 7 years ago
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆26Updated 2 years ago
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆29Updated 5 years ago
- ☆19Updated 3 years ago
- Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and …☆78Updated 5 years ago